Luisa Herrmann

AINovva

Building the missing context layer for enterprise AI — a platform that captures how an organization's knowledge, relationships, and workflows actually connect, so AI applications can move from generic responses to actionable insights.

Luisa Herrmann Consulting

Advising startups and mid-sized companies on AI product strategy, privacy-conscious architecture, and moving from AI experimentation to production-grade systems with measurable user value.

C10 Labs

Mentored early-stage startups on AI product and technical strategies.

Harvard Medical School

Taught Python visualizations for genomic analytics—bridging ML/AI with health research and responsible AI practices in sensitive, longitudinal data environments.

Arch Systems

Built the product team from scratch and defined a unified roadmap across disparate offerings, creating the ArchFX platform. Drove 100% revenue growth by enabling manufacturers to achieve 20–40% machine utilization improvements.

Cape Privacy

Designed and launched secure multiparty computation solutions for banking and financial services applications—enabling machine learning on sensitive data without exposing it.

expert.ai

Expanded platform reach by leading development of a lightweight API version of the enterprise NLP model. Built frameworks for communicating AI model decisions to non-technical stakeholders in regulatory review contexts.

Validity Inc.

Promoted to manage the entire Validity for Data Management product portfolio including DemandTools (tens of thousands of users, millions in ARR), Validity Trust Assessments, and online stores. Oversaw design and launch of an online marketplace for DemandTools—profitable within two months of launch.

ZoomInfo

Built the entire product function from scratch. Hired and managed PMs in the US and Israel. Led release of ZoomInfo 2.0 from scoping to launch. Company was acquired by DiscoverOrg in 2019 and went public in 2020 with a $13B valuation.

EnerNOC

Transitioned from Product Marketing into Product Management. Scoped and positioned a new product offering; launched cross-functional release processes across East and West Coast teams.

Oasys Water

Product marketing for forward osmosis technology—sustainable solutions for transforming difficult water sources into valuable resources.

Aspen Technology

Product marketing for industrial simulation software including Aspen HYSYS Petroleum Refining and Acid Gas Cleaning modeling tools.

ITW Performance Polymers

Industrial marketing for performance polymer products across manufacturing and industrial sectors.

ITW Permatex

Chemical process engineering—the foundation of a career spanning process engineering, product marketing, and AI product leadership.